Exploració per tema "Anonymization"

Ara es mostren els items 1-9 de 9

    • Anonymizing personal images using generative adversarial networks 

      Piacentino, Esteban; Angulo Bahón, Cecilio (Springer, 2020)
      Comunicació de congrés
      Accés restringit per política de l'editorial
      This paper introduces a first approach on using Generative Adversarial Networks (GANs) for the generation of fake images, with the objective of anonymizing patients information in the health sector. This is intended to ...

    • Building a Spanish/Catalan health records corpus with very sparse protected information labelled 

      Medina Herrera, Salvador; Turmo Borras, Jorge (2018)
      Comunicació de congrés
      Accés obert
      Electronic Health Records (EHR) are an important resource for the research and study of diseases, treatments and symptoms. However, due to data protection laws, information that could potentially compromise privacy must ...

    • Generating fake data using GANs for anonymizing healthcare data 

      Angulo Bahón, Cecilio; Piacentino, Esteban (Springer, 2020)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      EDITH is a project aiming to orchestrate an ecosystem of manipulation of reliable and safe data, applied to the field of health, proposing the creation of digital twins for personalised healthcare. This paper elaborates ...

    • Generating synthetic ecgs using gans for anonymizing healthcare data 

      Piacentino, Esteban; Angulo Bahón, Cecilio; Guarner Escribano, Alvaro (2021-01-01)
      Article
      Accés obert
      In personalized healthcare, an ecosystem for the manipulation of reliable and safe private data should be orchestrated. This paper describes an approach for the generation of synthetic electrocardiograms (ECGs) based on ...

    • Generative adversarial networks for anonymized healthcare of lung cancer patients 

      González Abril, Luis; Angulo Bahón, Cecilio; Ortega Ramírez, Juan Antonio; López Guerra, José Luis (2021-09-01)
      Article
      Accés obert
      The digital twin in health care is the dynamic digital representation of the patient’s anatomy and physiology through computational models which are continuously updated from clinical data. Furthermore, used in combination ...

    • Security and privacy when applying FAIR principles to genomic information 

      Delgado Mercè, Jaime; Llorente Viejo, Silvia (2020)
      Article
      Accés obert
      Making data Findable, Accessible, Interoperable and Reusable (FAIR) is a good approach when data needs to be shared. However, security and privacy are still critical aspects. In the FAIRification process, there is a need ...

    • Study of anonymization techniques applied to medical imaging 

      Carazo Colomer, Bernabé (Universitat Politècnica de Catalunya, 2024-01-29)
      Treball Final de Grau
      Accés obert
      L’estàndard DICOM va ser creat amb l’objectiu de garantir la uniformitat i la capacitat de comunicació entre diferents establiments mèdics. Aquest estàndard estableix un conjunt de característiques que acompanyen totes ...

    • Towards a healthcare digital twin 

      Angulo Bahón, Cecilio; Ortega Ramírez, Juan Antonio; Gonzalez Abril, Luis (IOS Press, 2019)
      Comunicació de congrés
      Accés restringit per política de l'editorial
      The main aim of this short position paper is to introduce a proposal to orchestrate an ecosystem of manipulation of reliable and safe data, applied to the field of health, proposing the creation of digital twins for ...

    • Using Genetic Algorithms for Attribute Grouping in Multivariate Microaggregation 

      BaIasch i Masoliver, Jordi (Universitat Politècnica de Catalunya, 2010-01-29)
      Projecte/Treball Final de Carrera
      Accés obert